Unsupervised and Supervised Classification - Articles

Comparison between Common Statistical Modeling Techniques Used in Research, Including: Discriminant Analysis vs Logistic Regression, Ridge Regression vs LASSO, and Decision Tree vs Random Forest (Articles)

Azad Abdulhafedh

Open Access Library Journal Vol.9 No.2, February 18, 2022

DOI: 10.4236/oalib.1108414 884 Downloads 6,176 Views Citations
A Comprehensive Analysis of Machine Learning Techniques for Heart Disease Prediction (Articles)

Elchin Asgarov

Open Access Library Journal Vol.11 No.4, April 30, 2024

DOI: 10.4236/oalib.1111490 186 Downloads 1,295 Views Citations
A Novel Method for Cross-Subject Human Activity Recognition with Wearable Sensors (Articles)

Qi Zhang, Feng Jiang, Xun Wang, Jinnan Duan, Xiulai Wang, Ningling Ma, Yutao Zhang

Journal of Sensor Technology Vol.14 No.2, August 22, 2024

DOI: 10.4236/jst.2024.142002 168 Downloads 952 Views Citations
Comparison of Two Recurrent Neural Networks for Rainfall-Runoff Modeling in the Zou River Basin at Atchérigbé (Bénin) (Articles)

Iboukoun Eliézer Biao, Oscar Houessou, Pierre Jérôme Zohou, Adéchina Eric Alamou

Journal of Geoscience and Environment Protection Vol.12 No.9, September 27, 2024

DOI: 10.4236/gep.2024.129009 127 Downloads 658 Views Citations
Artificial Intelligence in Cybersecurity to Detect Phishing (Articles)

Dominique Wasso Kiseki, Vincent Havyarimana, Désiré Lumonge Zabagunda, Walumbuka Ilundu Wail, Therence Niyonsaba

Journal of Computer and Communications Vol.12 No.12, December 25, 2024

DOI: 10.4236/jcc.2024.1212007 236 Downloads 2,212 Views Citations
Performance of Different Machine Learning Algorithms for Credit Risk Classification (Articles)

Martin M. Kasina, John M. Kihoro, Alex Kibet

Journal of Data Analysis and Information Processing Vol.13 No.4, November 4, 2025

DOI: 10.4236/jdaip.2025.134029 110 Downloads 870 Views Citations
Supervised Machine Learning Predictive Modeling of Survival Times of Malignant Glioma Patients (Articles)

Erasmus Tetteh-Bator, Lohuwa Mamudu, Seth K. Laryea, Chris P. Tsokos

Journal of Data Analysis and Information Processing Vol.14 No.1, February 5, 2026

DOI: 10.4236/jdaip.2026.141007 98 Downloads 561 Views Citations
A Lightweight Self-Supervised Representation Learning Framework for Depression Risk Profiling from Synthetic Daily Behavioural Trajectories (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 17, 2026

DOI: 10.4236/oalib.1114918 33 Downloads 277 Views Citations
Deep Learning Based Semantic Image Segmentation: A Problem Driven Analysis of Architectures, Datasets, and Open Challenges (Articles)

Mehadi Hasan, Amina Khatun, Sadia Afrin Juie, Sumaita Binte Shorif, Mohammad Shorif Uddin

Journal of Computer and Communications Vol.14 No.7, July 9, 2026

DOI: 10.4236/jcc.2026.147002 11 Downloads 159 Views Citations
The ORC Patient/Tumor Classification—A New Approach: A New Challenge with Special Consideration for the Lung (Articles)

Raymond Andrew Dieter Jr., George Kuzycz, Raymond Andrew Dieter III, Robert Sean Dieter

Journal of Cancer Therapy Vol.2 No.2, June 30, 2011

DOI: 10.4236/jct.2011.22021 5,826 Downloads 9,765 Views Citations
Tool Wear Classification Using Fuzzy Logic for Machining of Al/SiC Composite Material (Articles)

V. Kalaichelvi, R. Karthikeyan, D. Sivakumar, V. Srinivasan

Modeling and Numerical Simulation of Material Science Vol.2 No.2, April 16, 2012

DOI: 10.4236/mnsms.2012.22003 6,040 Downloads 13,577 Views Citations
Text Classification Using Support Vector Machine with Mixture of Kernel (Articles)

Liwei Wei, Bo Wei, Bin Wang

Journal of Software Engineering and Applications Vol.5 No.12B, January 18, 2013

DOI: 10.4236/jsea.2012.512B012 5,835 Downloads 9,515 Views Citations
The international headache society classification of migraine headache—A call for substantiating data (Articles)

Elliot Shevel, Daniel Shevel

Journal of Biomedical Science and Engineering Vol.7 No.3, February 20, 2014

DOI: 10.4236/jbise.2014.73015 3,721 Downloads 7,080 Views Citations
Comparison of Mallampatti Test, Thyromental Distance and Distance from Tragus to Nares for Predicting Difficult Intubation in Pediatric Patients (Articles)

Nosheela Basit Rafique, Fauzia Anis Khan

Open Journal of Anesthesiology Vol.4 No.4, April 18, 2014

DOI: 10.4236/ojanes.2014.44016 5,154 Downloads 8,285 Views Citations
Function-Based Classification: Model Development and Validation (Articles)

Umi Asma’ Mokhtar, Zawiyah M. Yusof

Open Journal of Social Sciences Vol.3 No.3, March 31, 2015

DOI: 10.4236/jss.2015.33031 5,941 Downloads 7,543 Views Citations
Records and Information Management: The Requirement for Functional Classification (Articles)

Zawiyah M. Yusof, Umi Asma’ Mokhtar

Open Journal of Social Sciences Vol.3 No.3, March 31, 2015

DOI: 10.4236/jss.2015.33032 8,293 Downloads 12,722 Views Citations
A Comprehensive Review on Pixel Oriented and Object Oriented Methods for Information Extraction from Remotely Sensed Satellite Images with a Special Emphasis on Cryospheric Applications (Articles)

Shridhar D. Jawak, Prapti Devliyal, Alvarinho J. Luis

Advances in Remote Sensing Vol.4 No.3, July 23, 2015

DOI: 10.4236/ars.2015.43015 6,382 Downloads 9,454 Views Citations
Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble (Articles)

Tipawan Silwattananusarn, Wanida Kanarkard, Kulthida Tuamsuk

Journal of Computer and Communications Vol.4 No.4, March 25, 2016

DOI: 10.4236/jcc.2016.44003 3,470 Downloads 5,626 Views Citations
Consolidation Potential of Rural Residential Areas Based on the Village Classification (Articles)

Wei Li, Xicun Zhu, Jingwen Yang, Zhongyu Tian, Xueyuan Bai, Li Sun, Xiaoying Tang

Journal of Agricultural Chemistry and Environment Vol.10 No.3, June 28, 2021

DOI: 10.4236/jacen.2021.103018 469 Downloads 1,576 Views Citations
Motif-based Classification in Journal Citation Networks (Articles)

Wenchen Wu, Yanni Han, Deyi Li

Journal of Software Engineering and Applications Vol.1 No.1, December 9, 2008

DOI: 10.4236/jsea.2008.11008 5,264 Downloads 10,366 Views Citations

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